Projects & Experiments

Things I've Built

Side projects, academic work, and frameworks — where I explore product ideas, test hypotheses, and turn experience into reusable knowledge.

4Projects
3Completed
1In Progress
19Skills Covered
Skills:

2025

Completed
20+ User Interviews78% Values > Appearance

Behavioral Compatibility Dating Platform

ASU — Spring 2025

Identified swipe-fatigue as key drop-off driver in dating apps through competitive analysis. Designed a 15-screen Figma prototype with scenario-based compatibility matching.

User ResearchFigmaCompetitive AnalysisPRD WritingWireframing

2024

Completed
145K TAM (Commuters)$202M Projected NPV

MicroMove

ASU — Fall 2024

Identified ride cancellations and surge pricing as core pain points. Sized addressable market at 145K car-free Phoenix commuters across 3 segments.

Market SizingGTM StrategyFinancial ModelingUser ResearchTeam Leadership

2025

Completed
1,862 Records Analyzed130 Countries

Global Innovation Analytics

ASU — Fall 2025

Analyzed 1,862 Global Innovation Index records across 130 countries using Python. Applied statistical tests to benchmark G20 vs emerging markets.

PythonData AnalysisStatistical TestingResearchData Visualization

2024

In Progress
5 Audit Phases12 Friction Patterns

Vendor Onboarding Optimization Toolkit

Open Framework for Marketplace PMs

A reusable framework and checklist for marketplace PMs to audit and optimize their vendor onboarding funnels, distilled from IKT INDIA learnings.

FrameworksMarketplace StrategyA/B TestingNotionKnowledge Management

Let's Build Something Together

I'm actively seeking PM roles (H1B sponsorship required). Let's talk about how I can contribute to your product team.